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Non-linear relationship between FinTech, natural resources, green innovation and environmental sustainability: Evidence from panel smooth transition regression model

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  • Zhe, Dong
  • Su, Nan
  • Zhu, Xianglei
  • Mahmoud, Haitham A.
  • Akhtar, Tazeem

Abstract

The rapid global economic growth has expressed worries regarding the depletion of natural resources and environmental sustainability. In such a situation, expanding FinTech, optimizing natural resource consumption, and escalating green innovation can serve as potential solutionsfor enhancing environmental sustainability. This research looks into the intricate relationship among FinTech, natural resources, green innovation, and environmental sustainability in the panel data comprised of G7 and G11 economies by employing the Panel Smooth Transition Regression Model, which assists inscrutinizing the asymmetric or non-linear association among the variables under consideration. Findings reveal the pivotal role of FinTech, Natural Resource Rent, and Green Innovation in shaping sustainable environment across bothG7 and G11 economies. FinTech demonstrates a momentous and affirmativeimpression on ecological quality, promoting digital transactions and reducing paper-based processes, which, in turn, lessens deforestation and carbon emissions from paper production. FinTech also enhances financial inclusion and fosters investment in eco-friendly projects. Natural Resource Rent, in contrast, significantly leads to the decline of the environment through its extensive use, resulting in elevated carbon emissions. Finally, Green innovation exhibits a remarkable and positive influence on carbon emissions, facilitating the shift from carbon-intensive resources to eco-friendly alternatives, thus reducing pollution and improving air quality. These findings underscore the importance of adopting less-carbon-emitting technologies to achieve carbon neutrality goals in both G7 and G11 countries. The research provides valuable insights for policymakers and offers recommendations for a more sustainable future.

Suggested Citation

  • Zhe, Dong & Su, Nan & Zhu, Xianglei & Mahmoud, Haitham A. & Akhtar, Tazeem, 2024. "Non-linear relationship between FinTech, natural resources, green innovation and environmental sustainability: Evidence from panel smooth transition regression model," Resources Policy, Elsevier, vol. 91(C).
  • Handle: RePEc:eee:jrpoli:v:91:y:2024:i:c:s0301420724002691
    DOI: 10.1016/j.resourpol.2024.104902
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    References listed on IDEAS

    as
    1. Yang, Yuxue & Su, Xiang & Yao, Shuangliang, 2021. "Nexus between green finance, fintech, and high-quality economic development: Empirical evidence from China," Resources Policy, Elsevier, vol. 74(C).
    2. Zhenkai Yang & Mei-Chih Wang & Tsangyao Chang & Wing-Keung Wong & Fangjhy Li, 2022. "Which Factors Determine CO 2 Emissions in China? Trade Openness, Financial Development, Coal Consumption, Economic Growth or Urbanization: Quantile Granger Causality Test," Energies, MDPI, vol. 15(7), pages 1-18, March.
    3. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    4. Sinha, Avik & Mishra, Shekhar & Sharif, Arshian & Yarovaya, Larisa, 2021. "Does Green Financing help to improve the Environmental & Social Responsibility? Designing SDG framework through Advanced Quantile modelling," MPRA Paper 108150, University Library of Munich, Germany, revised 2021.
    5. Waheed Ali & Raheel Gohar & Bisharat Hussain Chang & Wing-Keung Wong, 2022. "Revisiting the impacts of globalization, renewable energy consumption, and economic growth on environmental quality in South Asia," Advances in Decision Sciences, Asia University, Taiwan, vol. 26(3), pages 75-98, September.
    6. Fouquau, Julien & Hurlin, Christophe & Rabaud, Isabelle, 2008. "The Feldstein-Horioka puzzle: A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 25(2), pages 284-299, March.
    7. Fangjhy Li & Yang-Che Wu & Mei-Chih Wang & Wing-Keung Wong & Zhijie Xing, 2021. "Empirical Study on CO 2 Emissions, Financial Development and Economic Growth of the BRICS Countries," Energies, MDPI, vol. 14(21), pages 1-33, November.
    8. Badeeb, Ramez Abubakr & Lean, Hooi Hooi & Shahbaz, Muhammad, 2020. "Are too many natural resources to blame for the shape of the Environmental Kuznets Curve in resource-based economies?," Resources Policy, Elsevier, vol. 68(C).
    9. Zhihui Lv & Amanda M. Y. Chu & Michael McAleer & Wing-Keung Wong, 2019. "Modelling Economic Growth, Carbon Emissions, and Fossil Fuel Consumption in China: Cointegration and Multivariate Causality," IJERPH, MDPI, vol. 16(21), pages 1-35, October.
    10. Khan, Anwar & Chenggang, Yang & Hussain, Jamal & Bano, Sadia & Nawaz, AAmir, 2020. "Natural resources, tourism development, and energy-growth-CO2 emission nexus: A simultaneity modeling analysis of BRI countries," Resources Policy, Elsevier, vol. 68(C).
    11. Lisha, Liu & Mousa, Saeed & Arnone, Gioia & Muda, Iskandar & Huerta-Soto, Rosario & Shiming, Zhai, 2023. "Natural resources, green innovation, fintech, and sustainability: A fresh insight from BRICS," Resources Policy, Elsevier, vol. 80(C).
    12. Corbin, Annie, 2001. "Country specific effect in the Feldstein-Horioka paradox: a panel data analysis," Economics Letters, Elsevier, vol. 72(3), pages 297-302, September.
    13. Bashir, Muhammad Farhan & Shahbaz, Muhammad & Malik, Muhammad Nasir & Ma, Beiling & Wang, Jianming, 2023. "Energy transition, natural resource consumption and environmental degradation: The role of geopolitical risk in sustainable development," Resources Policy, Elsevier, vol. 85(PA).
    14. Peng, Li & Li, Yongchang & Raza, Syed Ali & Shahzadi, Irum, 2023. "Natural resources and environmental sustainability: COP26 targets from resources-based perspective," Resources Policy, Elsevier, vol. 83(C).
    15. T. Saungweme & N.M. Odhiambo, 2021. "Inflation and Economic Growth in Kenya: An Empirical Examination," Working Papers AESRI-2021-13, African Economic and Social Research Institute (AESRI), revised Oct 2021.
    16. Yao, Shouyu & Pan, Yuying & Sensoy, Ahmet & Uddin, Gazi Salah & Cheng, Feiyang, 2021. "Green credit policy and firm performance: What we learn from China," Energy Economics, Elsevier, vol. 101(C).
    17. Tiba, Sofien, 2019. "Modeling the nexus between resources abundance and economic growth: An overview from the PSTR model," Resources Policy, Elsevier, vol. 64(C).
    18. Aviral Kumar Tiwari & Micheal Kofi Boachie & Rangan Gupta, 2021. "Network Analysis of Economic and Financial Uncertainties in Advanced Economies: Evidence from Graph-Theory," Advances in Decision Sciences, Asia University, Taiwan, vol. 25(1), pages 188-215, March.
    19. Thomas Puschmann & Christian Hugo Hoffmann & Valentyn Khmarskyi, 2020. "How Green FinTech Can Alleviate the Impact of Climate Change—The Case of Switzerland," Sustainability, MDPI, vol. 12(24), pages 1-30, December.
    20. Cristina Chueca Vergara & Luis Ferruz Agudo, 2021. "Fintech and Sustainability: Do They Affect Each Other?," Sustainability, MDPI, vol. 13(13), pages 1-19, June.
    21. Muhammad Ramzan, 2021. "Symmetric Impact Of Exchange Rate Volatility On Foreign Direct Investment In Pakistan: Do The Global Financial Crises And Political Regimes Matter?," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 16(04), pages 1-21, December.
    22. Nadia Arfaoui & Imran Yousaf, 2022. "Impact Of Covid-19 On Volatility Spillovers Across International Markets: Evidence From Var Asymmetric Bekk Garch Model," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 17(01), pages 1-25, March.
    23. Lu, Yin & Tian, Tian & Ge, Chen, 2023. "Asymmetric effects of renewable energy, fintech development, natural resources, and environmental regulations on the climate change in the post-covid era," Resources Policy, Elsevier, vol. 85(PB).
    24. Seo, Myung Hwan & Shin, Yongcheol, 2016. "Dynamic panels with threshold effect and endogeneity," Journal of Econometrics, Elsevier, vol. 195(2), pages 169-186.
    25. Fan, Haichao & Peng, Yuchao & Wang, Huanhuan & Xu, Zhiwei, 2021. "Greening through finance?," Journal of Development Economics, Elsevier, vol. 152(C).
    26. Azer Dilanchiev & Tengiz Taktakishvili, 2021. "Macroeconomic Determinants Of Household Consumptions In Georgia," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 16(04), pages 1-16, December.
    27. Tao, Ran & Su, Chi-Wei & Naqvi, Bushra & Rizvi, Syed Kumail Abbas, 2022. "Can Fintech development pave the way for a transition towards low-carbon economy: A global perspective," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    28. Rehana Ali Naqvi & Muhammad Irfan & Shabieh Farwa & Wing-Keung Wong & Hijaz Ahmad, 2022. "Mode Shift Behavior of Commuters Toward Islamabad Metro Bus Service," Advances in Decision Sciences, Asia University, Taiwan, vol. 26(3), pages 1-24, September.
    29. Ahmad, Fayyaz & Draz, Muhammad Umar & Chandio, Abbas Ali & Ahmad, Munir & Su, Lijuan & Shahzad, Farrukh & Jia, Mingqi, 2022. "Natural resources and environmental quality: Exploring the regional variations among Chinese provinces with a novel approach," Resources Policy, Elsevier, vol. 77(C).
    30. Seyfettin Erdoğan & Nigar Demircan Çakar & Recep Ulucak & Danish & Yacouba Kassouri, 2021. "The role of natural resources abundance and dependence in achieving environmental sustainability: Evidence from resource‐based economies," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 143-154, January.
    31. Kofi Adom, Philip & Bekoe, William & Amuakwa-Mensah, Franklin & Mensah, Justice Tei & Botchway, Ebo, 2012. "Carbon dioxide emissions, economic growth, industrial structure, and technical efficiency: Empirical evidence from Ghana, Senegal, and Morocco on the causal dynamics," Energy, Elsevier, vol. 47(1), pages 314-325.
    32. Ahmad, Mahmood & Jiang, Ping & Majeed, Abdul & Umar, Muhammad & Khan, Zeeshan & Muhammad, Sulaman, 2020. "The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation," Resources Policy, Elsevier, vol. 69(C).
    33. Zafar, Muhammad Wasif & Zaidi, Syed Anees Haider & Khan, Naveed R. & Mirza, Faisal Mehmood & Hou, Fujun & Kirmani, Syed Ali Ashiq, 2019. "The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: The case of the United States," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    34. Ullah, Asad & Zhang, Qingyu & Raza, Syed Ali & Ali, Sajid, 2021. "Renewable energy: Is it a global challenge or opportunity? Focusing on different income level countries through Panel Smooth Transition Regression Model," Renewable Energy, Elsevier, vol. 177(C), pages 689-699.
    35. repec:eme:jefasp:jefas-12-2017-0125 is not listed on IDEAS
    36. Talknice Saungweme & Nicholas M. Odhiambo, 2021. "Inflation and Economic Growth in Kenya: An Empirical Examination," Advances in Decision Sciences, Asia University, Taiwan, vol. 25(3), pages 1-25, September.
    37. Yanli Wang & Xiaodong Lei & Dongxiao Zhao & Ruyin Long & Meifen Wu, 2021. "The Dual Impacts of Green Credit on Economy and Environment: Evidence from China," Sustainability, MDPI, vol. 13(8), pages 1-13, April.
    38. Raheel Gohar & Salim Bagadeem & Bisharat Hussain Chang & Muyu Zong, 2022. "Do The Income And Price Changes Affect Consumption In The Emerging 7 Countries? Empirical Evidence Using Quantile Ardl Model," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 17(04), pages 1-24, December.
    39. Husam Rjoub & Jamiu Adetola Odugbesan & Tomiwa Sunday Adebayo & Wing-Keung Wong, 2021. "Investigating the Causal Relationships among Carbon Emissions, Economic Growth, and Life Expectancy in Turkey: Evidence from Time and Frequency Domain Causality Techniques," Sustainability, MDPI, vol. 13(5), pages 1-20, March.
    40. Tomiwa Sunday Adebayo & Seyi Saint Akadiri & Husam Rjoub, 2022. "On The Relationship Between Economic Policy Uncertainty, Geopolitical Risk And Stock Market Returns In South Korea: A Quantile Causality Analysis," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 17(01), pages 1-19, March.
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    More about this item

    Keywords

    FinTech; Green innovation; Environmental sustainability; G7 countries; G11 countries; PSTR;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

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